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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models ACL 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations ACL 2023
Not Enough Data to Pre-train Your Language Model? MT to the Rescue! ACL 2023
mPMR: A Multilingual Pre-trained Machine Reader at Scale ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023
TAVT: Towards Transferable Audio-Visual Text Generation ACL 2023
Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ACL 2023
Do Question Answering Modeling Improvements Hold Across Benchmarks? ACL 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023
Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce CVPR 2023
Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023
ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding CVPR 2023
FlexiViT: One Model for All Patch Sizes CVPR 2023
RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR 2023
Task Residual for Tuning Vision-Language Models CVPR 2023
REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023